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Applications and Case Studies

Poisson-FOCuS: An Efficient Online Method for Detecting Count Bursts with Application to Gamma Ray Burst Detection

, ORCID Icon, ORCID Icon & ORCID Icon
Received 27 Jul 2022, Accepted 05 Jul 2023, Published online: 06 Sep 2023

References

  • Abbott, B. P., Abbott, R., Abbott, T. D., Acernese, F., Ackley, K., Adams, C., et al. (2017), “Multi-Messenger Observations of a Binary Neutron Star Merger,” The Astrophysical Journal, 848, L12. DOI: 10.3847/2041-8213/aa91c9.
  • Axelsson, M., Bissaldi, E., Omodei, N., et al. (2019), “A Decade of Gamma-Ray Bursts Observed by Fermi-LAT: The Second GRB Catalog,” The Astrophysical Journal, 878, 52. DOI: 10.3847/1538-4357/ab1d4e.
  • Basseville, M., and Nikiforov, I. V. (1993), Detection of Abrupt Changes: Theory and Application, Englewood Cliffs: Prentice Hall.
  • Bhat, N. (2021), “Fermi Gamma-Ray Burst Monitor Untriggered GBM Short GRB Candidates,” available at https://gammaray.nsstc.nasa.gov/gbm/science/sgrb_search.html. Accessed: 2022-05-18.
  • Bloser, P. F., Murphy, D., Fiore, F., and Perkins, J. (2022), “Cubesats for Gamma-Ray Astronomy,” arXiv preprint arXiv:2212.11413.
  • Campana, R., Fuschino, F., Evangelista, Y., Dilillo, G., and Fiore, F. (2020), “The HERMES-TP/SP Background and Response Simulations,” in Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray (Vol. 11444), pp. 817–824, SPIE. DOI: 10.1117/12.2560365.
  • Crupi, R., Fiore, F., et al. (2023), “A Data Driven Framework for Searching Faint Gamma-Ray Bursts,” Unpublished.
  • Dey, N., Hassanien, A., Bhatt, C., Ashour, A., and Satapathy, S. (2018), Internet of Things and Big Data Analytics Toward Next-Generation Intelligence, Cham: Springer.
  • Fenimore, E., Palmer, D., Galassi, M., Tavenner, T., Barthelmy, S., Gehrels, N., Parsons, A., and Tueller, J. (2003), “The Trigger Algorithm for the Burst Alert Telescope on SWIFT,” AIP Conference Proceedings 662, 491–493.
  • Feroci, M., Frontera, F., Costa, E., Fiume, D. D., Amati, L., Bruca, L., et al. (1997), “In-Flight Performances of the BeppoSAX Gamma-Ray Burst Monitor,” in EUV, X-Ray, and Gamma-Ray Instrumentation for Astronomy VIII (Vol. 3114), pp. 186–197, SPIE.
  • Fiore, F., Burderi, L., Lavagna, M., Bertacin, R., Evangelista, Y., Campana, R., et al. (2020), “The HERMES-Technologic and Scientific Pathfinder,” in Space Telescopes and Instrumentation 2020: Ultraviolet to Gamma Ray (Vol. 11444), pp. 214–228.
  • Fiore, F., et al. (2020), “High Energy Rapid Modular Ensemble of Satellites Scientific Pathfinder,” available at https://www.hermes-sp.eu/. Accessed: 2021-08-03.
  • Gehrels, N., Fichtel, C. E., Fishman, G. J., Kurfess, J. D., and Schönfelder, V. (1993), “The Compton Gamma Ray Observatory,” Scientific American, 269, 68–77. DOI: 10.1038/scientificamerican1293-68.
  • HEASARC. (2022a), “Fermi GBM Daily Data,” available at https://heasarc.gsfc.nasa.gov/W3Browse/fermi/fermigdays.html. Accessed: 2022-06-07.
  • HEASARC. (2022b), “Fermi GBM Trigger Catalog,” available at https://heasarc.gsfc.nasa.gov/W3Browse/fermi/fermigtrig.html. Accessed: 2022-06-07.
  • Klebesadel, R. W., Strong, I. B., and Olson, R. A. (1973), “Observations of Gamma-Ray Bursts of Cosmic Origin,” The Astrophysical Journal, 182, L85–L88. DOI: 10.1086/181225.
  • Kumar, P., and Zhang, B. (2015), “The Physics of Gamma-Ray Bursts & Relativistic Jets,” Physics Reports, 561, 1–109. DOI: 10.1016/j.physrep.2014.09.008.
  • Li, T. P., and Ma, Y. Q. (1983), “Analysis Methods for Results in Gamma-Ray Astronomy,” The Astrophysical Journal, 272, 317–324. DOI: 10.1086/161295.
  • Lucas, J. M. (1985), “Counted Data CUSUMs,” Technometrics, 27, 129–144. DOI: 10.1080/00401706.1985.10488030.
  • Luongo, O., and Muccino, M. (2021), “A Roadmap to Gamma-Ray Bursts: New Developments and Applications to Cosmology,” Galaxies, 9, 77. DOI: 10.3390/galaxies9040077.
  • McLean, K., Fenimore, E. E., Palmer, D., Barthelmy, S., Gehrels, N., Krimm, H., Markwardt, C., and Parsons, A. (2004), “Setting the Triggering Threshold on Swift,” AIP Conference Proceedings, 727, 667–670.
  • Meegan, C., Lichti, G., Bhat, P. N., Bissaldi, E., Briggs, M. S., Connaughton, V. (2009), “The Fermi Gamma-Ray Burst Monitor,” The Astrophysical Journal, 702, 791. DOI: 10.1088/0004-637X/702/1/791.
  • Miller, M. C. (2017), “A Golden Binary,” Nature, 551, 36–37. DOI: 10.1038/nature24153.
  • Paciesas, W. S., Meegan, C. A., Pendleton, G. N., Briggs, M. S., Kouveliotou, C., and Koshut, T. M. et al. (1999), “The Fourth BATSE Gamma-Ray Burst Catalog (revised),” The Astrophysical Journal Supplement Series, 122, 465. DOI: 10.1086/313224.
  • Paciesas, W. S., Meegan, C. A., von Kienlin, A., Bhat, P. N., Bissaldi, E., Briggs, M. S., Michael Burgess, J., et al. (2012), “The Fermi GBM Gamma-Ray Burst Catalog: The First Two Years,” The Astrophysical Journal Supplement Series, 199, 18. DOI: 10.1088/0067-0049/199/1/18.
  • Page, E. S. (1954), “Continuous Inspection Schemes,” Biometrika, 41, 100–115.
  • Page, E. S. (1955), “A Test for a Change in a Parameter Occurring at an Unknown Point,” Biometrika, 42, 523–527.
  • Romano, G., Eckley, I. A., Fearnhead, P., and Rigaill, G. (2023), “Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics,” Journal of Machine Learning Research, 24, 1–36. http://jmlr.org/papers/v24/21-1230.html
  • Von Kienlin, A., Meegan, C. A., Paciesas, W. S., Bhat, P., Bissaldi, E., Briggs, M. S., Burgess, J. M., Byrne, D. et al. (2014), “The Second Fermi GBM Gamma-Ray Burst Catalog: The First Four Years,” The Astrophysical Journal Supplement Series, 211, 13. DOI: 10.1088/0067-0049/211/1/13.
  • Von Kienlin, A., Meegan, C. A., Paciesas, W. S., Bhat, P., Bissaldi, E., Briggs, M. S., et al. (2020), “The Fourth Fermi-GBM Gamma-Ray Burst Catalog: A Decade of Data,” The Astrophysical Journal, 893, 46. DOI: 10.3847/1538-4357/ab7a18.
  • Wilks, S. S. (1938), “The Large-Sample Distribution of the Likelihood Ratio for Testing Composite Hypotheses,” The Annals of Mathematical Statistics, 9, 60–62. DOI: 10.1214/aoms/1177732360.